One-pass AUC optimization

DOI10.1016/j.artint.2016.03.003zbMath1357.68168arXiv1305.1363OpenAlexW2299684943MaRDI QIDQ286076

F. Blanchet-Sadri, M. Dambrine

Publication date: 19 May 2016

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1305.1363

zbMATH Keywords

AUConline learningROC curverandom projectionlarge-scale learningleast square loss

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items

Semi-supervised AUC optimization based on positive-unlabeled learning, Unnamed Item, Optimizing area under the ROC curve using semi-supervised learning, Stochastic AUC optimization with general loss, Learning with mitigating random consistency from the accuracy measure, Stability and optimization error of stochastic gradient descent for pairwise learning

Uses Software

• Pegasos

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